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Stefan Bauer

school of computation

36H-index
215Paper Count
1.4WCitation Count
Published Papers 32
Publication Date
Robustness tests for biomedical foundation models should tailor to specifications
err2025-08-29
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errOAAI
errR. Patrick Xian; Noah R. Baker; Tom David; Qiming Cui; A. Jay Holmgren; Stefan Bauer; Madhumita Sushil; Reza Abbasi-Asl
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Deep active optimization for complex systems
err2025-08-25
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errOAAI
errYe Wei; Bo Peng; Ruiwen Xie; Yangtao Chen; Yu Qin; Peng Wen; Stefan Bauer; Po-Yen Tung; Dierk Raabe
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Frequent longitudinal blood microsampling and proteome monitoring identify disease markers and enable timely intervention in a mouse model of type 1 diabetes
err2025-08-04
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errOAAI
errAnirudra Parajuli; Annika Bendes; Fabian Byvald; Virginia M. Stone; Emma E. Ringqvist; Marta Butrym; Emmanouil Angelis; Sophie Kipper; Stefan Bauer; Niclas Roxhed; Jochen M. Schwenk; Malin Flodström-Tullberg
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Causal machine learning for single-cell genomics
err2025-03-31
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errTejada-Lapuerta, Alejandro; Bertin, Paul; Bauer, Stefan; Aliee, Hananeh; Bengio, Yoshua
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Biases in machine-learning models of human single-cell data
err2025-02-19
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PREAI
errWillem, Theresa; Shitov, Vladimir A.; Luecken, Malte D.; Kilbertus, Niki; Bauer, Stefan; Piraud, Marie; Buyx, Alena
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Molecular causality in the advent of foundation models
err2024-06-18
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errOAAI
errLobentanzer, Sebastian; Rodriguez-Mier, Pablo; Bauer, Stefan; Saez-Rodriguez, Julio
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Causal machine learning for predicting treatment outcomes
err2024-04-19
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PREAI
errFeuerriegel, Stefan; Frauen, Dennis; Melnychuk, Valentyn; Schweisthal, Jonas; Hess, Konstantin; Curth, Alicia; Bauer, Stefan; Kilbertus, Niki; Kohane, Isaac S.; van der Schaar, Mihaela
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Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography
err2023-11-16
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errLi, Yue; Wei, Ye; Wang, Zhangwei; Liu, Xiaochun; Colnaghi, Timoteo; Han, Liuliu; Rao, Ziyuan; Zhou, Xuyang; Huber, Liam; Dsouza, Raynol; Gong, Yilun; Neugebauer, Joerg; Marek, Andreas; Rampp, Markus; Bauer, Stefan; Li, Hongxiang; Baker, Ian; Stephenson, Leigh T.; Gault, Baptiste
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A machine learning route between band mapping and band structure
err2022-12-30
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errOAAI
errXian, R. Patrick; Stimper, Vincent; Zacharias, Marios; Dendzik, Maciej; Dong, Shuo; Beaulieu, Samuel; Scholkopf, Bernhard; Wolf, Martin; Rettig, Laurenz; Carbogno, Christian; Bauer, Stefan; Ernstorfer, Ralph
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Dexterous robotic manipulation using deep reinforcement learning and knowledge transfer for complex sparse reward-based tasks
err2022-11-30
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errWang, Qiang; Sanchez, Francisco Roldan; McCarthy, Robert; Bulens, David Cordova; McGuinness, Kevin; O'Connor, Noel; Wuthrich, Manuel; Widmaier, Felix; Bauer, Stefan; Redmond, Stephen J.
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Detection of diabetes from whole-body MRI using deep learning
err2021-11-08
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errOAAI
errDietz, Benedikt; Machann, Juergen; Agrawal, Vaibhav; Heni, Martin; Schwab, Patrick; Dienes, Julia; Reichert, Steffen; Birkenfeld, Andreas L.; Haering, Hans-Ulrich; Schick, Fritz; Stefan, Norbert; Fritsche, Andreas; Preissl, Hubert; Schoelkopf, Bernhard; Bauer, Stefan; Wagner, Robert
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Rapid and reversible control of human metabolism by individual sleep states
err2021-10-01
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errNowak, Nora; Gaisl, Thomas; Miladinovic, Djordje; Marcinkevics, Ricards; Osswald, Martin; Bauer, Stefan; Buhmann, Joachim; Zenobi, Renato; Sinues, Pablo; Brown, Steven A.; Kohler, Malcolm
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Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation
err2021-09-24
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errSchuette, August DuMont; Hetzel, Juergen; Gatidis, Sergios; Hepp, Tobias; Dietz, Benedikt; Bauer, Stefan; Schwab, Patrick
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Toward Causal Representation Learning
err2021-05-01
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errOAAI
errSchoelkopf, Bernhard; Locatello, Francesco; Bauer, Stefan; Ke, Nan Rosemary; Kalchbrenner, Nal; Goyal, Anirudh; Bengio, Yoshua
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Real-time prediction of COVID-19 related mortality using electronic health records
err2021-02-16
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errSchwab, Patrick; Mehrjou, Arash; Parbhoo, Sonali; Celi, Leo Anthony; Hetzel, Jurgen; Hofer, Markus; Scholkopf, Bernhard; Bauer, Stefan
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Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys
err2021-01-05
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errOAAI
errLi, Yue; Zhou, Xuyang; Colnaghi, Timoteo; Wei, Ye; Marek, Andreas; Li, Hongxiang; Bauer, Stefan; Rampp, Markus; Stephenson, Leigh T.
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Clinical Predictive Models for COVID-19: Systematic Study
err2020-10-06
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errOAAI
errSchwab, Patrick; Schutte, August DuMont; Dietz, Benedikt; Bauer, Stefan
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Detection of Diabetes from Whole-Body Magnetic Resonance Imaging Using Deep Learning
err2020-06-01
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PREAI
errWagner, Robert; Dietz, Benedikt; Machann, Juergen; Schwab, Patrick; Dienes, Julia K.; Reichert, Steffen; Birkenfeld, Andreas L.; Haering, Hans-Ulrich; Schick, Fritz; Stefan, Norbert; Heni, Martin; Preissl, Hubert; Schoelkopf, Bernhard; Bauer, Stefan; Fritsche, Andreas
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Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM
err2020-03-01
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errOAAI
errGeiss, Christian; Pelizari, Patrick Aravena; Bauer, Stefan; Schmitt, Andreas; Taubenboeck, Hannes
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